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💭 NTUA ECE Pattern Recognition and Course Source Codes in Python

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NTUA-Pattern-Recogniton

💭 NTUA ECE Pattern Recognition and Course Source Codes in Python

Lab1

Visual Recognition of handwritten digits using multiple classifiers like: SVM,kNN,NaiveBayes and an Eyclidean Classifier.

Lab2

Speech Recognition using Hidden Markov Models and LSTM's.

Lab3

Genre recognition and sentiment analysis for music files. We use spectogram and chromogram preprocessing for the files and then we apply CNN and Refression LSTMs for different sentiments.